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Topic recognition#443

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alexvillr wants to merge 27 commits intoshakes76:topic-recognitionshakes76/PatternFlow:topic-recognitionfrom alexvillr:topic-recognitionalexvillr/PatternFlow:topic-recognitionCopy head branch name to clipboard

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Commits on Oct 6, 2022

• Removing changes from clone

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• Initial Commit

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Commits on Oct 9, 2022

• Added a main.py for use later, implemented the models required for, and including the VQ-VAE based heavily on the cited GitHub. Started work on the README.MD

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Commits on Oct 14, 2022

• Create .gitignore

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• refactored modules into a directory

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• Update environment.yml

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• update git ignore

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Commits on Oct 20, 2022

• Fixed some issues within the models

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• Create interface.ipynb and use to test the VQVAE and generate a dataloader for numpy arrays

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• update README

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Commits on Oct 21, 2022

• add train and test functions for pixelcnn

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• ad a generate samples function

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• add dataloader for codebooks, add train test loops for pixelcnn

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• update datasets and pixelcnn

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• update interface and add ability to save VQVAE model including a working saved model

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• updates to attempt to get pixel cnn working

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• update the interface as well as add a graph for direct comparison of reconstructed vs original images

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• update readme and add images

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• update readme and environment.yml

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• remove unnecassary (unused) main.py

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Commits on Nov 18, 2022

• Merge branch 'topic-recognition' into topic-recognition

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• got rid of changes in other students commits

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• Merge branch 'topic-recognition' of github.com:alexvillr/PatternFlow into topic-recognition

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• Hopefully have now gotten rid of changes from other student commits

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• Update README.md

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Commits on Nov 22, 2022

• Fixing changes to other students work

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• fixing this readme

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